Data Science for Psychology: Natural Language

This book covers state-of-the-art methods for analyzing psychological properties of text, including the fundamentals of data visualization, data collection, and scientific methodology necessary to produce meaningful work in the field.

At every step of the way, we give examples in R, using the tools and rules of the tidyverse. This book also covers the basics of the quanteda and text packages for natural language processing (NLP), and the vosonSML package for collecting data from popular social media sites.

The book is published at ds4psych.com